+1-415-670-9189
info@expertsmind.com
Improving mapreduce performance through data placement
Course:- Database Management System
Reference No.:- EM13844916




Assignment Help
Expertsmind Rated 4.9 / 5 based on 47215 reviews.
Review Site
Assignment Help >> Database Management System

I need the report for the file based on the given ieee report with specifications mentioned in another file

Please use the template for IEEE Conference Papers in the following pages.

The contents must also conform to IEEE Conference Papers. Specifically, the conclusion must include your critical comments on the topic.

Prepare a paper using IEEE report on Improving MapReduce Performance through Data Placement in Heterogeneous Hadoop Clusters

Answered:-

Verified Expert


Preview Container content

ABSTRACT:

In distributed processing model the MapReduce is become more important for large scale data application such as data mining and web indexing. Hadoop is an open source frame work which is used to implement the MapReduce for low response time. The recent Hadoop frame work assumes the cluster nodes are homogeneous.

Here data locality is not considered for introduction of speculative map responsibility because the most of the maps homogeneous which is mean that data local. So in virtualized data processing centers, both homogeneity and data locality assumptions are not satisfied.

This paper shows the ignore data locality in heterogeneous environments so that it will reduce the performance of MapReduce and also address the problem of locality of the data between node. This will achieve the balanced data processing between each node.

The data intensive application run on Hadoop MapReduce cluster frame work, the proposed data placement model is balanced the amount of the data which is stored in each node and it will improve the performance of data processing. This paper analyzed two real data applications and it shows the improve the MapReduce performance using rebalancing data across the nodes in the cluster




Put your comment
 
Minimize


Ask Question & Get Answers from Experts
Browse some more (Database Management System) Materials
Each technician is an expert on one or more plane model(s), and his or her exper-tise may overlap with that of other technicians. This information about technicians must also
Select a NOSQL database (MongoDB, Cassandra, DynamoDB, BigTable, etc...) and write a paper describing its security features - which model is implemented, granularity of the a
Based on the information in the Bike Mania case study, use a suitable CASE tool or drawing package to draw up a set of diagrams showing the current physical view of the system
What the join method is and how it works. Given the mantra, "Fewer page reads means better performance," describe how an index can improve performance. Refer to one or more f
ISY103 - Database Management for Business Individual Project: Database Case Study. Using MySQL, you are required to develop a demonstration prototype system that handles hote
Data has been provided for you to generate a payment for each of the two products to help determine which product is feasible for you to purchase for school purposes. Click
What are triggers used for, and why are they important in database systems? Provide an example of a situation where a trigger would be appropriate.
CSG1207 - CSI5135 Systems and Database Design - Your first task is to design a database for the scenario detailed on the following pages. Your final database design should co